Record, CLM, bronze and silver
CLM-419042
Received 2026-08-17T12:28:15Z, line 8,347 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KAREN | Karen | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ·RIVERA | Rivera | Changed |
| Date of birth | 1984-05-22 | 1984-05-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-62284-61 | UHC-62284-61 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 643-959-5537 | 6439595537 | Parsed |
| - | — | Cleared | |
| Address | 9144 Ridge Road | 9144 Ridge Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | ca | CA | Changed |
| ZIP | 93779 | 93779 | Unchanged |
| Group | GRP-4200 | GRP-4200 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.74
- Name key
- karen|rivera
- Address key
- 9144|ridge|93779
- Canonical first
- karen
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- State code upper-casedTwo-letter state code upper-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-419043 | 1.00 | Scored | — | Auto-linked |
| PRV-25670 | 1.00 | Scored | — | Auto-linked |
| TPA-58441 | 1.00 | Scored | — | Auto-linked |
| ENR-125097 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25669 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001615
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Rivera, 1984-05-22, 6 records, Verified
Evidence
Matched against CLM-419043
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye7cd9ca8882026-10-19 19:54:38, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record CLM-419043, policy version 1
- Record linked automaticallyd6e0b84c902026-10-19 19:52:08, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record CLM-419043, policy version 1
- Record linked automatically37e878d3042026-10-19 19:45:41, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record CLM-419043, policy version 1
- Record linked automatically069ea62dec2026-10-19 19:32:31, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record CLM-419043, policy version 1
- Record linked automatically0c9f705cdf2026-10-19 19:31:28, scoring_agentidentity id MBR-033570, confidence 1, method probabilistic, matched record CLM-419043, policy version 1